{"id":"W7117233116","doi":"10.1093/annweh/wxaf074","title":"An introduction to BASIC Guide: human biomonitoring and surveillance of chemical exposure in occupational settings","year":2025,"lang":"en","type":"article","venue":"Annals of Work Exposures and Health","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nickel Institute","funders":"","keywords":"Biomonitoring; Occupational exposure; Exposure assessment; Risk assessment; Operationalization; Occupational medicine; Human health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001228859,0.00009862254,0.0002469617,0.00007974964,0.00008418599,0.00001294194,0.00009723691,0.00006784645,0.00002780763],"category_scores_gemma":[0.00004153479,0.00009971351,0.00002380993,0.0003438306,0.0001124553,0.00009929665,0.00007582345,0.00009371147,7.15288e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002846753,"about_ca_system_score_gemma":0.00002845511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00113563,"about_ca_topic_score_gemma":0.0003321278,"domain_scores_codex":[0.9987947,0.00009476833,0.0004753003,0.000288191,0.0001354137,0.0002116648],"domain_scores_gemma":[0.9995504,0.00003306013,0.0001316803,0.0001710697,0.00002874216,0.00008507401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001205947,0.0001307321,0.8942317,0.0001418472,0.000008716497,4.177974e-7,0.001376324,0.00008989636,0.06181005,0.0011635,0.01707607,0.02385009],"study_design_scores_gemma":[0.0003202483,0.0003560847,0.9682791,0.0001034323,0.000001532609,0.000001233964,0.0002205667,0.000005425155,0.02413229,0.0003388427,0.006126548,0.0001147034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987079,0.0002894633,0.00004060377,0.01222685,0.00007744606,0.0001733456,0.00001200817,0.000009005167,0.00009229386],"genre_scores_gemma":[0.9981218,0.00006782473,0.0007699064,0.0008641527,0.00009995938,0.000004798769,0.00001430539,0.000004920931,0.0000523565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07404733,"threshold_uncertainty_score":0.4066199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03167129971503596,"score_gpt":0.361869829161686,"score_spread":0.3301985294466501,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}